Key result
Second-order continuous-time sigma-delta modulator achieves ~114 dB SINAD for high-resolution ECG recordings.
Why the study?
High-Resolution Electrocardiograms are essential to detect low-amplitude ventricular signals called Late Potentials that standard ECGs cannot detect.
The proposed continuous-time ΣΔ modulator achieves high resolution and low power consumption, making it suitable for high-resolution ECG recordings to detect late potentials.
Answers are grounded in this paper and cite their sources.
May support low-power high-resolution ECG systems for late potentials; leaves open clinical validation before practice adoption.
High-Resolution Electrocardiograms (HRECGs) are essential to detect low-amplitude signals in the ventricles known as "Late Potentials" that cannot be detected with a standard ECG. This work presents the design of a fully-differential second-order Cascade-of-Integrators with Feedforward (CIFF) one-bit Continuous-Time (CT) ΣΔ modulator for HRECG recordings. The modulator incorporates two active RC loop filters, a summer, and a StrongARM latch, along with a single-bit resistive DAC. Integrator and summer circuits are designed using a differential operational transconductance amplifier (DOTA). The area of the pMOS input transistors in the first-stage integrator is increased compared to that of the second-stage integrator and summer to reduce flicker noise. The StrongARM latch is implemented without using a preamplifier, leading to a reduction in area and power dissipation. The designed ΣΔ Modulator (ΣΔΜ) circuit achieves a high Signal-to-Noise And Distortion ratio (SINAD) and resolution through an optimal design approach and a higher oversampling ratio (OSR). The proposed ΣΔM architecture is implemented using the MATLAB delta-sigma toolbox at the system-level and the Cadence Virtuoso EDA tool at 0.18µm CMOS technology at the circuit-level. The simulated performance parameters are validated at behavioral, macromodel, and circuit levels. To measure ECG signals of 150Hz bandwidth, a 300 kHz sampling frequency ( ) is used, resulting in an OSR of 1000. The proposed design achieves a SINAD of 113.7dB and a resolution of 18.59 bits. The modulator's measured power consumption is 0.49mW, achieving Schreier's Figure-of-Merit (FoM) of 168.55 dB, occupying an active area of 0.582 mm2.
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Kavitha et al. (2025) studied Cardiovascular Diseases (ECG recording). Second-order Continuous-Time Sigma-Delta Modulator was evaluated on Signal-to-Noise And Distortion ratio (SINAD) and resolution. The proposed second-order continuous-time sigma-delta modulator achieved a SINAD of 113.7 dB and a resolution of 18.59 bits for high-resolution ECG recordings.
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